Alexandra Meliou
Professor
140 Governors Dr
Amherst, MA 01003
United States
Research Areas
About
Alexandra Meliou's research interests are in the area of data and information management, with an emphasis on the challenges of dealing with imperfect data, such as data with errors, skews, and biases. Her work offers crucial insights into data quality issues, through frameworks that diagnose the causes of errors and identify repairs in the processes that produce the data. Her research promotes users' trust in both data and systems through support for understanding and explanations. An overarching goal of her work is to augment data management with user-facing functionality that helps people make sense of their data and use it effectively.
Meliou joined the Manning College of Information and Computer Sciences (CICS) at the University of Massachusetts Amherst as an assistant professor in Fall 2012. Prior to this, she spent three years as a postdoctoral researcher at the University of Washington.
Meliou has received recognitions for research, teaching, and service, including a CACM Research Highlight, an ACM SIGMOD Research Highlight Award, an ACM SIGSOFT Distinguished Paper Award, an NSF CAREER Award, a Google Faculty Research Award, multiple Distinguished Reviewer Awards, and a Lilly Fellowship for Teaching Excellence. She regularly serves on the organizing and program committees of premier venues in data management research. In addition to her research, she is passionate about teaching, and about promoting the recruitment and retainment of women and other underrepresented groups in computer science.